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Article

Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks

1
Department of Computer Engineering, Hanbat National University, Daejeon 34158, Republic of Korea
2
Department of Electronics Engineering, Tech University of Korea, Siheung 15073, Republic of Korea
3
Agency for Defense Development, Daejeon 34186, Republic of Korea
4
Department of Intelligence Media Engineering, Hanbat National University, Daejeon 34158, Republic of Korea
*
Authors to whom correspondence should be addressed.
Sensors 2023, 23(8), 3819; https://doi.org/10.3390/s23083819
Submission received: 20 February 2023 / Revised: 3 April 2023 / Accepted: 7 April 2023 / Published: 8 April 2023

Abstract

The role of various internet-of-things (IoT) devices responsible for data collection and reporting becomes more important in the era of Industry 4.0. Due to the various advantages (e.g., wide coverage, robust security, etc.), the cellular networks have been continuously evolved to accommodate IoT scenario. In IoT scenario, connection establishment is essential and primary for enabling IoT devices to communicate with centralized unit (e.g., base station (BS)). This connection establishment procedure in cellular networks, random access procedure, is generally operated in a contention-based manner. So, it is vulnerable to simultaneous connection requests from multiple IoT devices to the BS, which becomes worse as the contention participants increase. In this article, we newly propose a resource-efficient parallelized random access (RePRA) procedure for resource-efficiently ensuring reliable connection establishment in cellular-based massive IoT networks. Key features of our proposed technique are twofold: (1) Each IoT device simultaneously performs multiple RA procedures in parallel to improve connection establishment success probability, and (2) the BS handles excessive use of radio resources based on newly proposed two types of redundancy elimination mechanisms. Through extensive simulations, we evaluate the performance of our proposed technique in terms of connection establishment success probability and resource efficiency under various combinations of control parameters. Consequently, we verify the feasibility of our proposed technique for reliably and radio-efficiently supporting a large number of IoT devices.
Keywords: internet-of-things; random access; connection establishment; redundancy elimination; resource efficiency internet-of-things; random access; connection establishment; redundancy elimination; resource efficiency

Share and Cite

MDPI and ACS Style

Kim, T.; Chae, S.; Lim, J.-T.; Bang, I. Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks. Sensors 2023, 23, 3819. https://doi.org/10.3390/s23083819

AMA Style

Kim T, Chae S, Lim J-T, Bang I. Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks. Sensors. 2023; 23(8):3819. https://doi.org/10.3390/s23083819

Chicago/Turabian Style

Kim, Taehoon, Seongho Chae, Jin-Taek Lim, and Inkyu Bang. 2023. "Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks" Sensors 23, no. 8: 3819. https://doi.org/10.3390/s23083819

APA Style

Kim, T., Chae, S., Lim, J.-T., & Bang, I. (2023). Resource-Efficient Parallelized Random Access for Reliable Connection Establishment in Cellular IoT Networks. Sensors, 23(8), 3819. https://doi.org/10.3390/s23083819

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